Image Synthesis on out (val)
3.9FD (Inception V3)CytoSyn-v2
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CytoSyn-v22026.03 | 3.9 | 62.5 | 63.5 | 15.1 | 80 | 91 | 81 | 91 | |
| PixCellResolution=256px, Image Format=JPEG, Validation data subset=all, Sampling Steps=50 steps, Classifier-free guidance scale=2.02026.03 | 5.5 | 194.3 | 206.1 | 48 | 70 | 84 | 81 | 79 | |
| PixCellValidation data subset=Original paper’s in-domain, Classifier-free guidance scale=2.02026.03 | 8 | — | 140 | — | 70 | 89 | 83 | 80 | |
| PixCellResolution=256px, Image Format=JPEG, Validation data subset=val-out only, Sampling Steps=250 steps, Classifier-free guidance scale=2.02026.03 | 10.1 | 210.5 | 257.3 | 58.3 | 64 | 81 | 75 | 75 | |
| PixCellResolution=256px, Image Format=JPEG, Validation data subset=val-out only, Sampling Steps=50 steps, Classifier-free guidance scale=2.02026.03 | 10.4 | 207.8 | 266.6 | 58.4 | — | — | — | — | |
| PixCellResolution=256px, Image Format=PNG, Validation data subset=all, Sampling Steps=250 steps, Classifier-free guidance scale=2.02026.03 | 28.5 | 355.9 | 368 | 95.6 | 54 | 75 | 45 | 72 | |
| PixCellResolution=256px, Image Format=PNG, Validation data subset=all, Sampling Steps=50 steps, Classifier-free guidance scale=2.02026.03 | 29 | 346.2 | 368.4 | 94.4 | — | — | — | — | |
| CytoSyn-v2Image Format=JPEG, Validation data subset=val-out only2026.03 | 40.4 | 212.4 | 168.2 | 76.3 | — | — | — | — | |
| PixCellResolution=224px, Image Format=PNG, Validation data subset=all, Sampling Steps=250 steps, Classifier-free guidance scale=2.02026.03 | 61.5 | — | — | — | — | — | — | — |